{"id":"https://openalex.org/W3110296223","doi":"https://doi.org/10.1145/3427771.3427858","title":"Performance Analysis of Similar Appliances Identification using NILM Technique under Different Data Sampling Rates","display_name":"Performance Analysis of Similar Appliances Identification using NILM Technique under Different Data Sampling Rates","publication_year":2020,"publication_date":"2020-11-18","ids":{"openalex":"https://openalex.org/W3110296223","doi":"https://doi.org/10.1145/3427771.3427858","mag":"3110296223"},"language":"en","primary_location":{"id":"doi:10.1145/3427771.3427858","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3427771.3427858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Workshop on Non-Intrusive Load Monitoring","raw_type":"proceedings-article"},"type":"article","indexed_in":["crossref"],"open_access":{"is_oa":false,"oa_status":"closed","oa_url":null,"any_repository_has_fulltext":false},"authorships":[{"author_position":"first","author":{"id":"https://openalex.org/A5108190414","display_name":"R. Gopinath","orcid":null},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":true,"raw_author_name":"R. Gopinath","raw_affiliation_strings":["Energy Management System Division, CSIR-Central, Scientific Instruments Organisation (CSIO), Chennai, India"],"affiliations":[{"raw_affiliation_string":"Energy Management System Division, CSIR-Central, Scientific Instruments Organisation (CSIO), Chennai, India","institution_ids":["https://openalex.org/I42095658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5029771770","display_name":"Mukesh Kumar","orcid":"https://orcid.org/0000-0002-7131-8994"},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Mukesh Kumar","raw_affiliation_strings":["Energy Management System Division, CSIR-Central, Scientific Instruments Organisation (CSIO), Chennai, India"],"affiliations":[{"raw_affiliation_string":"Energy Management System Division, CSIR-Central, Scientific Instruments Organisation (CSIO), Chennai, India","institution_ids":["https://openalex.org/I42095658"]}]},{"author_position":"middle","author":{"id":"https://openalex.org/A5031226134","display_name":"K. J. Lokesh","orcid":null},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"K. J. Lokesh","raw_affiliation_strings":["Energy Management System Division, CSIR-Central, Scientific Instruments Organisation (CSIO), Chennai, India"],"affiliations":[{"raw_affiliation_string":"Energy Management System Division, CSIR-Central, Scientific Instruments Organisation (CSIO), Chennai, India","institution_ids":["https://openalex.org/I42095658"]}]},{"author_position":"last","author":{"id":"https://openalex.org/A5103858432","display_name":"Kota Srinivas","orcid":null},"institutions":[{"id":"https://openalex.org/I42095658","display_name":"Central Scientific Instruments Organisation","ror":"https://ror.org/04bfs6764","country_code":"IN","type":"facility","lineage":["https://openalex.org/I2799351866","https://openalex.org/I42095658","https://openalex.org/I4210134808","https://openalex.org/I66760702"]}],"countries":["IN"],"is_corresponding":false,"raw_author_name":"Kota Srinivas","raw_affiliation_strings":["Energy Management System Division, CSIR-Central, Scientific Instruments Organisation (CSIO), Chennai, India"],"affiliations":[{"raw_affiliation_string":"Energy Management System Division, CSIR-Central, Scientific Instruments Organisation (CSIO), Chennai, India","institution_ids":["https://openalex.org/I42095658"]}]}],"institutions":[],"countries_distinct_count":1,"institutions_distinct_count":4,"corresponding_author_ids":["https://openalex.org/A5108190414"],"corresponding_institution_ids":["https://openalex.org/I42095658"],"apc_list":null,"apc_paid":null,"fwci":0.9247,"has_fulltext":false,"cited_by_count":16,"citation_normalized_percentile":{"value":0.75160298,"is_in_top_1_percent":false,"is_in_top_10_percent":false},"cited_by_percentile_year":{"min":89,"max":98},"biblio":{"volume":null,"issue":null,"first_page":"79","last_page":"83"},"is_retracted":false,"is_paratext":false,"is_xpac":false,"primary_topic":{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},"topics":[{"id":"https://openalex.org/T10603","display_name":"Smart Grid Energy Management","score":0.9998999834060669,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T12222","display_name":"IoT-based Smart Home Systems","score":0.9908999800682068,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}},{"id":"https://openalex.org/T11052","display_name":"Energy Load and Power Forecasting","score":0.9824000000953674,"subfield":{"id":"https://openalex.org/subfields/2208","display_name":"Electrical and Electronic Engineering"},"field":{"id":"https://openalex.org/fields/22","display_name":"Engineering"},"domain":{"id":"https://openalex.org/domains/3","display_name":"Physical Sciences"}}],"keywords":[{"id":"https://openalex.org/keywords/sampling","display_name":"Sampling (signal processing)","score":0.6818596124649048},{"id":"https://openalex.org/keywords/computer-science","display_name":"Computer science","score":0.6300171613693237},{"id":"https://openalex.org/keywords/artificial-neural-network","display_name":"Artificial neural network","score":0.6063209176063538},{"id":"https://openalex.org/keywords/identification","display_name":"Identification (biology)","score":0.5593013167381287},{"id":"https://openalex.org/keywords/feature","display_name":"Feature (linguistics)","score":0.5154498219490051},{"id":"https://openalex.org/keywords/feature-vector","display_name":"Feature vector","score":0.5028178095817566},{"id":"https://openalex.org/keywords/artificial-intelligence","display_name":"Artificial intelligence","score":0.47655609250068665},{"id":"https://openalex.org/keywords/pattern-recognition","display_name":"Pattern recognition (psychology)","score":0.46651163697242737},{"id":"https://openalex.org/keywords/real-time-computing","display_name":"Real-time computing","score":0.3675679564476013},{"id":"https://openalex.org/keywords/computer-vision","display_name":"Computer vision","score":0.15737053751945496}],"concepts":[{"id":"https://openalex.org/C140779682","wikidata":"https://www.wikidata.org/wiki/Q210868","display_name":"Sampling (signal processing)","level":3,"score":0.6818596124649048},{"id":"https://openalex.org/C41008148","wikidata":"https://www.wikidata.org/wiki/Q21198","display_name":"Computer science","level":0,"score":0.6300171613693237},{"id":"https://openalex.org/C50644808","wikidata":"https://www.wikidata.org/wiki/Q192776","display_name":"Artificial neural network","level":2,"score":0.6063209176063538},{"id":"https://openalex.org/C116834253","wikidata":"https://www.wikidata.org/wiki/Q2039217","display_name":"Identification (biology)","level":2,"score":0.5593013167381287},{"id":"https://openalex.org/C2776401178","wikidata":"https://www.wikidata.org/wiki/Q12050496","display_name":"Feature (linguistics)","level":2,"score":0.5154498219490051},{"id":"https://openalex.org/C83665646","wikidata":"https://www.wikidata.org/wiki/Q42139305","display_name":"Feature vector","level":2,"score":0.5028178095817566},{"id":"https://openalex.org/C154945302","wikidata":"https://www.wikidata.org/wiki/Q11660","display_name":"Artificial intelligence","level":1,"score":0.47655609250068665},{"id":"https://openalex.org/C153180895","wikidata":"https://www.wikidata.org/wiki/Q7148389","display_name":"Pattern recognition (psychology)","level":2,"score":0.46651163697242737},{"id":"https://openalex.org/C79403827","wikidata":"https://www.wikidata.org/wiki/Q3988","display_name":"Real-time computing","level":1,"score":0.3675679564476013},{"id":"https://openalex.org/C31972630","wikidata":"https://www.wikidata.org/wiki/Q844240","display_name":"Computer vision","level":1,"score":0.15737053751945496},{"id":"https://openalex.org/C106131492","wikidata":"https://www.wikidata.org/wiki/Q3072260","display_name":"Filter (signal processing)","level":2,"score":0.0},{"id":"https://openalex.org/C41895202","wikidata":"https://www.wikidata.org/wiki/Q8162","display_name":"Linguistics","level":1,"score":0.0},{"id":"https://openalex.org/C138885662","wikidata":"https://www.wikidata.org/wiki/Q5891","display_name":"Philosophy","level":0,"score":0.0},{"id":"https://openalex.org/C59822182","wikidata":"https://www.wikidata.org/wiki/Q441","display_name":"Botany","level":1,"score":0.0},{"id":"https://openalex.org/C86803240","wikidata":"https://www.wikidata.org/wiki/Q420","display_name":"Biology","level":0,"score":0.0}],"mesh":[],"locations_count":1,"locations":[{"id":"doi:10.1145/3427771.3427858","is_oa":false,"landing_page_url":"https://doi.org/10.1145/3427771.3427858","pdf_url":null,"source":null,"license":null,"license_id":null,"version":"publishedVersion","is_accepted":true,"is_published":true,"raw_source_name":"Proceedings of the 5th International Workshop on Non-Intrusive Load Monitoring","raw_type":"proceedings-article"}],"best_oa_location":null,"sustainable_development_goals":[],"awards":[],"funders":[],"has_content":{"grobid_xml":false,"pdf":false},"content_urls":null,"referenced_works_count":16,"referenced_works":["https://openalex.org/W2043279449","https://openalex.org/W2123910460","https://openalex.org/W2161708246","https://openalex.org/W2187250581","https://openalex.org/W2548908563","https://openalex.org/W2586240443","https://openalex.org/W2739489726","https://openalex.org/W2762106017","https://openalex.org/W2773413335","https://openalex.org/W2976640918","https://openalex.org/W2986871121","https://openalex.org/W2995454760","https://openalex.org/W2999573748","https://openalex.org/W3035774487","https://openalex.org/W3045430323","https://openalex.org/W6963753615"],"related_works":["https://openalex.org/W2546942002","https://openalex.org/W2970216048","https://openalex.org/W2382607599","https://openalex.org/W2060018656","https://openalex.org/W2517539590","https://openalex.org/W2886616187","https://openalex.org/W2944661354","https://openalex.org/W2065448819","https://openalex.org/W3047965787","https://openalex.org/W2293915134"],"abstract_inverted_index":{"Similar":[0],"power/similar":[1],"loads":[2,130],"identification":[3,127,176],"using":[4],"a":[5,12,115,132],"non-intrusive":[6],"load":[7,110],"monitoring":[8],"(NILM)":[9],"system":[10],"is":[11,65,160],"challenging":[13],"task":[14],"due":[15],"to":[16,25,46,101,120],"overlapping":[17],"characteristics":[18],"of":[19,32,36,57,109,128,140,165],"similar":[20,37,129,174],"appliances.":[21],"Therefore,":[22],"we":[23,71,136],"need":[24,45],"identify":[26],"robust":[27,124],"features":[28,123],"that":[29,162],"are":[30,79],"capable":[31],"distinguishing":[33],"the":[34,41,54,58,103,122,138,144,163,166,173,180],"events":[35],"appliances":[38,175],"effectively.":[39],"Further,":[40,135],"developed":[42],"NILM":[43,133],"system/methodology":[44],"be":[47],"examined":[48,137],"for":[49,125,143],"different":[50,85,145],"sampling":[51,62,146,183],"rates,":[52,147],"since":[53],"performance":[55,164],"evaluation":[56],"algorithm":[59],"with":[60,179],"single":[61],"rate":[63],"alone":[64],"not":[66],"sufficient.":[67],"In":[68],"this":[69],"work,":[70],"used":[72],"four":[73],"compact":[74],"fluorescent":[75],"lamps":[76],"(CFL)":[77],"which":[78],"having":[80],"same":[81],"specifications":[82],"configured":[83],"in":[84,107,114,131,182],"electrical":[86],"network":[87],"combinations.":[88],"We":[89],"explored":[90],"locality":[91],"constrained":[92],"linear":[93],"coding":[94],"(LLC)":[95],"based":[96],"deep":[97],"neural":[98],"networks":[99],"(DNN)":[100],"express":[102],"input":[104],"feature":[105,118],"vectors":[106,113],"terms":[108],"independent":[111],"basis":[112],"higher":[116],"dimensional":[117],"space":[119],"make":[121],"effective":[126],"system.":[134],"effectiveness":[139],"LLC-DNN":[141,167],"approach":[142],"10":[148],"kHz,":[149],"25":[150],"kHz":[151,154],"and":[152,171],"50":[153],"respectively.":[155],"From":[156],"our":[157],"study,":[158],"it":[159],"observed":[161],"has":[168],"been":[169],"consistent":[170],"improves":[172],"accuracy":[177],"significantly":[178],"increase":[181],"rates.":[184]},"counts_by_year":[{"year":2025,"cited_by_count":3},{"year":2024,"cited_by_count":4},{"year":2023,"cited_by_count":2},{"year":2022,"cited_by_count":6},{"year":2021,"cited_by_count":1}],"updated_date":"2025-11-06T03:46:38.306776","created_date":"2025-10-10T00:00:00"}
